=Paper=
{{Paper
|id=Vol-1221/paper1
|storemode=property
|title=Yazılım Ürün Hatlarında Yetenek Modeli ve Üstmodel Senkronizasyonu için bir Yöntem
|pdfUrl=https://ceur-ws.org/Vol-1221/1_bildiri.pdf
|volume=Vol-1221
|dblpUrl=https://dblp.org/rec/conf/uyms/ErataCGDOK14
}}
==Yazılım Ürün Hatlarında Yetenek Modeli ve Üstmodel Senkronizasyonu için bir Yöntem==
<pdf width="1500px">https://ceur-ws.org/Vol-1221/1_bildiri.pdf</pdf>
<pre>
    <D]ÕOÕPhUQ+DWODUÕQGDYetenek Modeli ve Üstmodel
             Senkronizasyonu için bir Yöntem

       Ferhat Erata1,2, Moharram Challenger2, Serhat Gezgin1$NJQ'HPLUEDú1,2,
                           Mehmet Önat3 YH*H\ODQL.DUGDú1,2
               1 81,7%LOLúLP7HNQRORMLOHUL$U-Ge Ltd., Ar-Ge Bölümü, Urla, ø]PLU

    {ferhat.erata, serhat.gezgin, akgun.demirbas}@unitbilisim.com
             2
               (JHhQLYHUVLWHVL8OXVODUDUDVÕ%LOJLVD\DU(Qstitüsü%RUQRYDø]PLU
           {geylani.kardas, moharram.challenger}@ege.edu.tr
       3
         KoçSistem %LOJLYHøOHWLúLP+L]PHWOHUL$ù Ar-Ge Merkezi, hVNGDUøVWDQEXO
                          mehmet.onat@kocsistem.com.tr



         Özet. YD]ÕOÕPUQDLOHVLLoHULVLQGHNLRUWDNOÕNODUYHGH÷LúNHQOLNOHUJHQHORODUDN
         yetenek modelleri ya da alana özgü diller ile ifade edilirken, ürün ailesi için
         ROXúWXUXODQ \D]ÕOÕP SODWIRUPODUÕ PRGHO JGPO \D]ÕOÕP JHOLúWLUPH WHNQLNOHUL
         NXOODQÕODUDN ROXúWXUXODELOPHNWHGLU YH WHPHOGH oHúLWOL VR\XW V|]GL]LPL WDQÕPOD
         PDODUÕQD GD\DQPDNWDGÕU %X ELOGLUL PRGHO JGPO UQ KDWWÕ \DNODúÕPÕQÕQ
         DODQ PKHQGLVOL÷L VUHFLQGH SUREOHP X]D\ÕQGD EXOXQDQ RUWDNOÕNODUÕQ YH GH÷Lú
         NHQOLNOHULQPRGHOOHQPHVLLoLQNXOODQÕODQ\HWHQHNPRGHOOHULYH\DDODQD|]JGLO
         PRGHOOHUL LOH \D]ÕOÕP UQ PLPDULVL DUDVÕQGD L]OHQHELOLUOL÷L DUWWÕUDQ YH \D]ÕOÕP
         PLPDULVLQLQ DUWÕPOÕ JHOLúWLULOPHVLQL RODQDNOÕ NÕODQ ELU senkronizasyon yöntemi
         önermektedir. Yöntemin SAT ve CSP çözücüleri ile entegrasyonu sayesinde
         alana özgü dilin GR÷UXODPDYHVÕQDQPDVÕLoLQ de NXOODQÕODELOPHNWHGLUBu yön-
         WHPH GD\DOÕ RODUDN JHOLúWLULOHQ DoÕN ND\QDN NRGOX DUDo \DUGÕPÕ\OD \|QWHP ELU
         endüstriyel ar-ge SURMHVLNDSVDPÕQGDJHOLúWLULOHQ\D]ÕOÕPUQKDWWÕPLPDULVLQGH
         EDúDUÕ\ODX\JXODQPÕúYHNXOODQÕPÕEXELOGLULGHJ|VWHULOPLúWLU

         Anahtar Kelimeler: Alana Özgü Diller, Alloy, Clafer, 'H÷LúNHQOLN<|QHWLPL,
         ECore, 0RGHO'|QúP, <D]ÕOÕP0LPDULVL YD]ÕOÕPhUQ+DWWÕ0KHQGLVOL÷L


1        *LULú

YD]ÕOÕP UQ KDWWÕ PKHQGLVOL÷L VUHoOHULQGH, \HQLGHQ NXOODQÕODELOLU ELU SODWIRUP YH
UQKDWWÕPLPDULVLQLQJHOLúWLULOGL÷LELUDODQPKHQGLVOL÷LLOHDODQPKHQGLVOL÷LVUHFL
VRQXFXQGDHOGHHGLOHQYDUOÕNODUGDQUQOHULQJHOLúWLULOGL÷LELUX\JXODPDPKHQGLVOL÷L
VUHFL\HUDOÕU>5]. $ODQPKHQGLVOL÷LVrecinde DODQLoHULVLQGHNLRUWDNOÕNODUYHGH÷Lú
kenlikler belirlenmekte ve genellikle bir yetenek modeli ile ifade edilmektedir. Yete-
nek ED÷ÕPOÕOÕNODUÕ YHNÕVÕWODUÕ øQJdependencies and constraints) GLNNDWHDOÕQDUDNEX
yeteneklerin ihtiyaca göre bir alt kümesi seçilir ve seçilen yeteneklere sahip yeni bir
\D]ÕOÕP HOGH HGLOLU Bu süreçte, Model Güdümlü Mühendislik (øQJ Model Driven
Engineering  WHNQLNOHUL VÕNOÕNOD NXOODQÕOPDNWD YH |]HOOLNOH $ODQD g]J 'LOOHU øQJ
Domain Specific Languages) (DSL) yetenek modelleri gibi \D]ÕOÕP UQ KDWODUÕQGD




                                                    2
SUREOHP X]D\ÕQÕ WDQÕPODPDGD NXOODQÕOPDNWDGÕU >3]. '6/ JHOLúWLUPHGH \D\JÕQ RODUDN
NXOODQÕODQ DoÕN ND\QDN NRGOX YH JHOLúPLú oDWÕODUGDQ ELUL (FOLSVH (0) øQJ Eclipse
Modeling Framework) teknolojisidir [7]. Bir tür DSL olan yetenek modelleme dilleri-
ni, JHOLúPLú ED÷ÕPOÕOÕNYHNÕVÕW\|QHWLPLDoÕVÕQGDQGH÷HUOHQGLUGL÷LPL]GHWLFDULRODQODUÕ
Pure::Variants [20] ve Gears [21@DoÕNND\QDNNRGOXRODQODUÕLVH79/>8] ve Clafer[1]
GLOOHULROXúWXUPDNWDGÕU>9]. %XQODUÕQDUDVÕQGD &ODIHU VD÷ODGÕ÷ÕoRNOX|UQHNOHPH øQJ
multiple instantiation LOLúNLVHOUHIHUDQVNXUPDYHNDOÕWÕPGHVWH÷LLOH|QHoÕNPDNWDGÕU
$QFDN &ODIHU DUDFÕQÕQ (FOLSVH (0) WHNQRORMLOHUL LOH HQWHJUDV\RQX \RNWXU YH (FOLSVH
0RGHOOHPHDOW\DSÕVÕLOHJHOLúWLULOPHPLúWLU%XVHEHSOHEXDUDoLOHJHOLúWLULOHQ\HWHQHN
lerin (0)WDEDQOÕ DODQD|]JGLOJHOLúWLUPHaktivitelerinden biri olan üst modellemeye
JHoLúWHL]OHQHELOLUOL÷LND\EROPDNWDGÕU %XLKWL\DoODUGDQ\RODoÕNDUDNEXELOGLULGHWDQÕ
WÕODQ \|QWHP \HWHQHN PRGHOOHUL YH NRQILJUDV\RQODUÕ LOH VWPRGHO YH PRGHOOHUL DUD
VÕQGD LNL \|QO G|QúP RWRPDWLN RODUDN JHUoHNOHúWLUHELOPHNWHGLU <|QWHPLQ 6$7
 øQJBoolean Satisfiability Problem YH&63 øQJConstraint Satisfaction Problem)
çözücüleri ile entegrasyonu sayesinde aODQD |]J GLOLQ GR÷UXODPD YH VÕQDQPDVÕ GD
mümkündür. $UDo(FOLSVH(0)WDEDQOÕPRGHOJGPOJHOLúWLUPH\|QWHPOHULNXOOD
QÕODQWPSURMHOHUGHUDKDWOÕNODNXOODQÕODELOHFHNG]H\GHGLU
    Bildirinin takip eden ikinci bölümünde, yöntemimize uygun yetenek modelleme
GLOOHULYHDODQD|]JGLOJHOLúWLUPHWHNQLNOHUL DQODWÕOPÕúWÕU6RQUDNLE|OPGHLVH\DSÕ
ODQoDOÕúPDQÕQ PLPDULELOHúHQOHULYH \|QWHPL WDQÕWÕOPÕú, Clafer ve ECore dilleri ara-
VÕQGDNL G|QúPOHULQ GHWD\ODUÕ DNWDUÕOPÕúWÕU Dördüncü bölümde önerilen yöntemin
gerçek bir endüstriyel ar-ge SURMHVL oÕNWÕVÕ RODQ ELU \D]ÕOÕP UQ KDWWÕ PLPDULVLQGHNL
NXOODQÕPÕJ|VWHULOPLúWLU øOJLOLoDOÕúPDODUNÕVPÕQGDOLWHUDWUGHNLEHQ]HUOHULLOHoDOÕúPD
NÕ\DVODQPÕúWÕU Son bölüm ise önerilen yöntemin bir GH÷HUOHQGLUPHVLni ve ileriye yö-
nelik oDOÕúPDODUÕLoHUPHNWHGLU


2      Yetenek Modelleme ve Alana Özgü Diller

Clafer (class, feature, reference), \D]ÕOÕPUQKDWODUÕQÕQPRGHOOHQPHVLYHDQDOL]LLoLQ
JHOLúWLULlPLúmetinsel bir dildir. Dil, \HWHQHNPRGHOLQL\D]ÕOÕPUQKDWWÕPLPDULVLQL
UQKDWWÕPLPDULúDEORQODUÕQÕYHUQNRQILJUDV\RQXQXELUDUDGDWDULIOH\HELOPHNWH
dir. hVWPRGHOLOH\HWHQHNPRGHOOHPH\LLNLGLOLQDQODPEWQO÷QNRUX\DUDNELUOHú
WLUPHNWHGLU>@$\UÕFDNPHOHUL ve iliúNLOHUL temel alan söz dizim ve semantik saye-
sinde SAT çözücülerine Alloy [6@ DUDFÕ ]HULQGHQ G|QúP VD÷ODQDUDN PRGHOOHULQ
otomatik analiz edilmesi VD÷ODnPDNWDGÕU. $OOR\ NPH WHRULVLQL YH LOLúNLVHO PDQWÕ÷Õ
temel alan formal bir \DSÕVDOPRGHOOHPHGLOLGLU Birinci Derece Yüklem MDQWÕ÷Õ’ndan
 øQJ First-Order Predicate Logic) yararlanarak yüklemleri øQJ predicate) büyük
Boolean ifadelere çevirebilmektedir. Daha sonra da bu ifadeler SAT çözücüleri tara-
IÕQGDQRWRPDWik olarak analiz edilebilmektedir'ROD\ÕVÕ\ODPDQWÕNVDOIRUPOOHUDUDFD
JLUGLRODUDNYHULOGL÷LQGH Alloy AnalyzerDOWÕQGDNL.RG.RG>14@LOLúNLVHOPRGHOEX
OXFXVX\DUGÕPÕ\ODEXIRUPONDUúÕOD\DFDNPRGHOOHULEXOPD\DoDOÕúPDNWDGÕU
    Bu bildiride önerilen yöntem, SAT çözücüsü GHVWH÷LRODQYHELUPHWLQVHO\HWHQHN
PRGHOOHPHGLOLRODQ0HWLQ7DEDQOÕ'H÷LúNHQOLN'LOLLOHGH øQJText-based Variabi-
lity Language) (TVL) [8@ JHUoHNOHúWLULOHELOLUGL &ODIHU¶LQ WHUFLK HGLOPHVLQGH GLOLQ




                                              3
79/¶HJ|UHVD÷ODGÕ÷Õçoklu örnekleme, LOLúNLVHOUHIHUDQVNXUPDYHNDOÕWÕPGHVWH÷LURO
R\QDPÕúWÕU>9@%X\|QGHQLNLGLOLQV|]GL]LPLLQFHOHQGL÷LQGH79/¶GHQ&ODIHU¶HG|Q
úP RODQDNOÕ LNHQ WHUVL NÕVPL RODUDN PPNQGU %|\OHOLNOH &ODIHU¶LQ 79/ GLOLQL
NDSVDGÕ÷ÕoÕNDUWÕODELOLU
    <|QWHPEQ\HVLQGHNXOODQÕODELOHFHNYH(0)LOHHQWHJUHGLOHELOHFHNELUEDúND\H
tenek modelleme dili ise Nesne Yönetim Grubu’nun øQJ Object Management
Group) (OMG) 1 VWDQGDUWODúWÕUPD VUHFLQGH RODQ *HQHO 'H÷LúNHQOLN 'LOL¶GLU øQJ
Common Variability Language) [10@%XELOGLUL\D]ÕOGÕ÷ÕWarihte henüz EDúODQJÕoVX
QXúX \DSÕOPÕú YH DUDo GHVWH÷L VD÷ODQPDGÕ÷Õ LoLQ |QHULOHQ \|QWHP EQ\HVLQGH GH÷HU
OHQGLULOPHPLúWLU $\QÕ ]DPDQGD OMG’nin önerisinde bir model analiz yöntemi ihti-
\DFÕ EHOLUWLOPHPLúWLU
   <DSÕODQ HQGVWUL\HO oDOÕúPDODU YH akademik DUDúWÕUPDODU '6/¶OHULQ \D]ÕOÕP UQ
KDWODUÕQGDNL \HWHQHN PRGHOOHPH GLOOHUL LOH SURJUDPODPD GLOOHUL DUDVÕQGDNL ERúOX÷X
NDSDWPDGD ROGXNoD |QHPOL ROGX÷XQX J|VWHUPHNWHGLU >3,4]. DSL’ler, yetenek model-
leme dilleri ile belirtmesi ]RUX\JXODPDPDQWÕ÷ÕQÕLIDGHHWPHGHSUREOHPX]D\ÕVHYL\H
VLQGHNXOODQÕODELOLU [4]. $\QÕ]DPDQGDELU'6/EQ\HVLQGHJHOLúWLULOHQSURJUDP\DGD
PRGHOOHULQGH÷LúNHQOL÷LQL\|QHWPHNWH\HWHQHNPRGHOOHULLOHELUOLNWHNXOODQÕODELOLUOHU
   %LU '6/ ROXúWXUPDN LoLQ GLOLQ VRPXW YH VR\XW V|]GL]LPOHULQLQ WDQÕPODQPDVÕ JH
UHNPHNWHGLU<D\JÕQRODUDNEDúYXUXODQVR\XWV|]GL]LPLROXúWXUPD\|QWHPOHUL DUDVÕQ
da gramer ya da üstmodel JHOLúWLUPHJHOPHNWHGLU. $oÕNkaynak kodlu Eclipse Model-
OHPH3ODWIRUPX øQJEclipse Modeling Platform EQ\HVLQGHVXQGX÷XVRPXWYHsoyut
V|]GL]LPL JHOLúWLUPH DUDoODUÕ LOH EX LNL WHNQL÷LQ NXOODQÕPÕQÕ GHVWHNOHPHNWHGLU [18].
Eclipse EMF teknolojisi, ECore LOHVWPRGHOOHPHVD÷ODU [7]. BLUEDúND(FOLSVHSURMHVL
olan Xtext 2 oDWÕVÕise programlama dilleri ve alana özgü dillerin JHOLúWLULOHELOPHVLLoLQ
(%1)JUDPHUROXúWXUPDWHNQL÷LVXQPDNWDGÕUAraç, ECore ve EBNF DUDVÕQGDG|Q
úP \DSDELOPHNWHGLU. %X VHEHSOHUGHQ |WU ROXúWXUGX÷XPX] \|QWHPOHU LoLQ (FOLSVH
0RGHOOHPH3URMHVLQLQNXOODQÕPÕWHUFLKHGLOPLúWLU


3       Yöntem ve Mimari

Yöntemin EDúDUÕVÕJHQHORODUDN&ODIHUYH(FRUHGLOOHULDUDVÕQGD\DWD\G|QúPNXUDO
ODUÕQÕQ HWNLQ ELU úHNLOGH WDQÕPODQPDVÕQD ED÷OÕGÕU $\QÕ ]DPDQGD ELU EDúND |QHPOL
NRQXLVHL]OHQHELOLUOL÷LQVD÷ODQPDVÕYHJHOLúWLULOHQDODQD|]JGLOOHULQNROD\OÕNOD&OD
IHUDUDFÕLOH analiz edilebilmesidir. Bu sebeple PRGHOGHQPRGHOHELUG|QúPGLOLRODQ
ATL [17] gibi bir dil kullanmak yerine LNL GLO DUDVÕQGD VHQNURQL]DV\RQ VD÷ODPDN
DPDFÕ\OD ùHNLO ¶GHNL PLPDUL JHOLúWLULOPLúWLU %LU VÕQÕI PRGHOOHPH J|VWHULP VLVWHPL
olan Ecore, bir OM*VWDQGDUGÕRODQhVW1HVQH%LQDVÕ¶QÕQ øQJMeta-Object Facility)
(MOF) PRGHOOHPH GLOOHULQLQ VWPRGHOOHULQL LIDGH HWPHN LoLQ JHOLúWLULOHQ YH ELU alt
kümesi olan Essential 02)¶XQ HúOHQL÷LGLU (&RUH VWPRGHOL NHQGL NHQGLQL WDQÕPOD



1
    Object Management Group: http://www.omg.org/
2   Xtext framework, http://eclipse.org/Xtext




                                             4
\DELOHQELU\DSÕGDGÕU'|QúPOHULPL]LoLQKHPKHGHIKHPGHND\QDNVWPRGHOLGLUYH
(FOLSVH(0)SURMHVLLoHULVLQGHQHOGHHGLOPLúWLU(ecore.ecore 3).

                        ůĂĨĞƌƌĂĐŦ                                                zĞƚĞŶĞŬDŽĚĞůŝǀĞmƐƚŵŽĚĞů^ĞŶŬƌŽŶŝnjĂƐLJŽŶƌĂĐŦ                    Eclipse Modeling Framework
                            <<conforms to>>



                                                                                           Clafer                                                                    Ecore
                                                      Clafer                                                                   Sync
                                                                                     Concrete Syntax                                                            Concrete Syntax
      mdd4cca.cfr                                Concrete Syntax                                                          Concrete Syntax
                                                                                      (Full Notation)                                                            (Ecore Model
                                                (Concise Notation)                                                            (Xtext)
                                                                                          (Xtext)                                                                   Editor)

    <<transforms to>>                           <<syntax mapping>>                  <<syntax mapping>>                    <<syntax mapping>>                <<syntax mapping>>
                            <<conforms to>>




                                                      Clafer          <<mapping>>
                                                                                          Clafer                                Sync                                 ECore
                                                 Abstract Syntax
     mdd4cca.des                                                                     Abstract Syntax                       Abstract Syntax                      Abstract Syntax
                                                 (Full Notation)
                                                                                      (clafer.ecore)                        (sync.ecore)                         (ecore.ecore)
                                                   (clafer.bnf)

                                                                                     <<conforms to>>                       <<conforms to>>                      <<conforms to>>
    <<transforms to>>

                        ůůŽLJĂƌĂĐŦ
                                                                                      mdd4cca.des                          mdd4cca.sync                         mdd4cca.ecore
                              <<conforms to>>




                                                      Alloy
      mdd4cca.als
                                                 Abstract Syntax                                                                               <<transforms>>
                                                                                                         <<transforms>>
                                                                                                                                                                <<conforms to>>
                                                <<syntax mapping>>


                                                                                                                                                            instances.mdd4cca
                                                      Alloy
                                                 Concrete Syntax                                                                        <<transforms>>




                                                                     ùHNLO. 1. Yöntem Mimarisi

    &ODIHUDUDFÕ\HWHQHNPRGHOOHULQLYHNRQILJUDV\RQODUÕQÕRWRPDWLNRODUDN$OOR\GLOL
QHoHYLUHELOPHNWHGLU%XVD\HGHJHOLúWLULOHQELUVWPRGHOYHPRGHO|UQHNOHULRWRPDWLN
RODUDN &ODIHU GLOLQH G|QúWUOHUHN VÕQDQDELOPHNWHGLU %X VHEHSOH JHOLúWLUGL÷LPL]
Eclipse eklentisi, en günFHO$OOR\YH&ODIHUDUDoODUÕQÕEQ\HVLQGHWHNUDUGD÷ÕWPDNWD
GÕU .XOODQÕFÕ EX DUDoODUÕQ HQWHJUDV\RQX LOH X÷UDúPDPDNWDGÕU &ODIHU DUDFÕ LNL J|VWH
ULPNXOODQPDNWDGÕULONLNÕVDYH|]V|]GL]LPLLoHUHQconcise notation¶GÕUYH.cfr uzan-
WÕOÕGRV\DODUGDVDNODQPDNWDGÕU(Tablo 1D 'L÷HULLVH.des X]DQWÕOÕGRV\DODUGDVDNODQDQ
ve tam notasyonu temsil eden desugared notation¶GÕU 7DEOR .b). Bu notasyon bir
BNF gramer ile gösterilebilmektedir. Bu durumda, “concise notation”¶ÕQ somut söz-
dizimini “desugared notation”¶ÕQ LVH VR\XW V|] GL]LPLQL ROXúWXUGX÷X oÕNDUWÕODELOLU
&ODIHUDUDFÕNHQGL\RUXPOD\ÕFÕVÕQD³FIU´X]DQWÕOÕELUPRGHOLLOHWPHGHQ|QFHRQX³GHV´
X]DQWÕOÕ ELU PRGHOH |Q-LúOHPGHQ JHoLUHUHN YHUPHNWHGLU .ÕVÕW GLOL LoHUPH\HQ VR\XW
sözGL]LPLùHNLO¶GHJ|UOPHNWHGLU&ODIHU\RUXPOD\ÕFÕLVHV|]dizimine özgü kontrol-
OHUL YH LVLP o|]POHPH LúOHPLQGHQ JHoLULOPLú PRGHOOHUL $OOR\ GLOLQH G|QúWUHUHN
NPHWHRULVLQHYHLOLúNLVHOPDQWÕ÷D |]JRODUDNDQODPODQGÕUÕU. Clafer somut sözdizimi
YH NÕVÕW dili, oDOÕúPDPÕ]GD [2]’den HOGH HWWL÷LPL] ELU %1) JUDPHUL (clafer.bnf 4) ile
temsil edilmektedir. Bu gramer, EMF entegrasyonu için bir ECore üstmodeline dö-
QúWUOPú clafer.ecore 5 ) ve &ODIHU¶LQ ELU ,'( VXQPD\ÕúÕQGDQ |WU Xtext DUDFÕ
\DUGÕPÕLOH(FOLSVHX\XPOXELUPHWLQVHOVRPXWV|]GL]LPLROXúWXUXOPXúWXU

3   Tam ECore üstmodeli: http://www.mdd4cca.com/metamodels/ecore.ecore
4
    Tam BNF: http://www.mdd4cca.com/grammars/clafer.ebnf
5   Tam Clafer üstmodeli: http://www.mdd4cca.com/metamodels/clafer.ecore




                                                                                               5
‫ ۧ݀ݎܽܥܩۦ ۧݏܾܣۦ ֜ ۧݎ݂݈݁ܽܥۦ‬string ‫ۧݏݐ݈݊݁݉݁ܧۦ ۧ݀ݎܽܥۦ ۧݐ݁݃ݎܽܶۦ ۧݎ݁݌ݑܵۦ‬
‫ܜ܋܉ܚܜܛ܊܉ | ֜ ۧݏܾܣۦ‬
‫ۧݐݏ݅ܮܫܧۦ ۧݐ݈݊݁݉݁ܧۦ | ֜ ۧݐݏ݅ܮܫܧۦ } ۧݐݏ݅ܮܫܧۦ { ֜ ۧݏݐ݈݊݁݉݁ܧۦ‬
‫ۧݐ݊݅ܽݎݐݏ݊݋ܥۦ | ۧݎ݂݈݁ܽܥۦ ֜ ۧݐ݈݊݁݉݁ܧۦ‬
‫ ׷ | ֜ ۧݎ݁݌ݑܵۦ‬string
‫ ۧ݀݊݅ܭۦ | ֜ ۧݐ݁݃ݎܽܶۦ‬string
‫ ֜ ۧ݀݊݅ܭۦ‬՜ | ժ
‫ۧ݀ݎܽܥܰۦ | ܜܘܗ | ܠܝܕ | ܚܗ | ܚܗܠ | ֜ ۧ݀ݎܽܥܩۦ‬
‫ | ? | ֜ ۧ݀ݎܽܥۦ‬+ | ‫ۧ݀ݎܽܥܰۦ | כ‬
‫ ֜ ۧ݀ݎܽܥܰۦ‬integer . . ‫ۧݎ݁݃݁ݐ݊ܫݔܧۦ‬
‫ | כ ֜ ۧݎ݁݃݁ݐ݊ܫݔܧۦ‬integer

ùHNLO. 2. Clafer yetenek modelleme dili soyut sözdizimi NÕVÕWGLOLLoHUPH\HQ >@ (clafer.bnf4)

         Tablo 1. Clafer, $OOR\YH(FRUHG|QúPü için bir örnek senaryo gösterimi

a. Case1.cfr (Clafer Concise Notation)          b. Case1.ecore (ECore Notation)
abstract A
    name : string
    age : integer
    b : B
    c -> C
abstract B
abstract C : B



c. Case1.des (Clafer Desugared Notation)        d. Case1.des (Alloy Notation)
abstract 0..* c1_A : clafer 0..* {              open util/integer
   0..* c2_name : string 1..1 { }               pred show {}
   0..* c3_age : integer 1..1 { }               run show for 1 but 1 c15_B
   0..* c4_b : c15_B 1..1 { }                   abstract sig c1_A
                                                { r_c2_name : one c2_name
   0..* c5_c ->> c16_C 1..1 { }                 , r_c4_b : one c4_b
   [all disj x; y:                              , r_c5_c : one c5_c }
        this.c5_c | x.ref != y.ref]             { all disj x, y : this.@r_c5_c |
}                                               (x.@ref) != (y.@ref) }
abstract 0..* c15_B : clafer 0..* { }           sig c2_name { ref : one Int }
abstract 0..* c16_C : c15_B 0..* { }            { one @r_c2_name.this }
                                                sig c3_age { ref : one Int }
                                                { one @r_c3_age.this }
                                                sig c4_b extends c15_B {}
                                                { one @r_c4_b.this }
                                                sig c5_c { ref : one c16_C }
                                                { one @r_c5_c.this }
                                                abstract sig c15_B {}
                                                abstract sig c16_C extends c15_B {}


    <HWHQHNPRGHOOHULYHNRQILJUDV\RQODUÕLOHVWPRGHOYHPRGHOOHULDUDVÕQGDLNL\|Q
O G|QúP RWRPDWLN RODUDN JHUoHNOHúWLUHELOPHN DGÕQD ELU GL]L G|QúP NXUDOÕQÕQ
DUDFÕQEQ\HVLQGHJHUoHNOHúWLULOPLúROPDVÕJHUHNOLGLUøNLQRWDV\RQXQVR\XWV|]GL]Lm-
OHUL NÕ\DVODQGÕ÷ÕQGD (0) oDWÕVÕ ELU PRGHOOHPH DOW \DSÕVÕ ROXúWXUDELOPHN DGÕQD &OD
IHU¶LQ \HWHQHN PRGHOOHPH GLOLQH J|UH GDKD JHOLúPLúWLU gWH \DQGDQ &ODIHU LVH $OOR\
GLOLQGHQ HVLQOHQGL÷L %LULQFL 'HUHFHGHQ <NOHP 0DQWÕ÷Õ NÕVÕW GLOL VHEHEL\OH ROGXNoD
NDUPDúÕNWÕU%XIDUNOÕOÕNODUGDQ|WUWDQÕPODQDQG|QúPNXUDOODUÕQGDIDUNOÕ\|QWHP




                                              6
OHUNXOODQÕOPDVÕLKWL\DFÕGR÷PXúWXU&ODIHUYH(&RUHGLOOHULDUDVÕ\DWD\YHoLIW\|QO
G|QúPOHU;WHQG 6 GLOLNXOODQÕODUDNJHUoHNOHúWLULOPLúWLU

        Tablo 2. &ODIHUYH(FRUHJHQHOHúOHúWLUPHWDEORVX oLIW\|QOG|QúPNXUDOODUÕ

a. &ODIHU.DYUDPODUÕ                               b. (&RUH.DYUDPODUÕ
Clafer                                             (&ODVV((QXP('DWD7\SH &ODIHUKL\HUDUúL
                                                   \DSÕVÕQDJ|UHGH÷LúNHQOLNJ|VWHUPHNWHGLU
String, Integer (built-in types)                   EAttribute (EString, EInt)
Clafer Typing                                      EAttribute (EBoolean, EDate, EDouble)
 µDEVWUDFW(7\SH¶úHNOLQGH&ODIHUUHWLOLU
Reference Clafer                                   EReference
Reference Clafer (‘:’ ve ‘->’)                     EReference.IsContainment: EBoolean
Reference &ODIHU¶ODUoLIW\|QOYDUVD\ÕOÕU        EReference.IsOpposite: EBoolean
 V\QFHFRUHG|QúPKDWÕUODU                      V\QFHFRUHG|QúPKDWÕUODU 
Clafer Inheritance                                 Single Inheritance
Clafer Merging                                     Multiple Inheritance
Clafer Nesting                                     Ecore, iç içe EClass’lar yuvalanmaz (inner
 V\QFHFRUHG|QúPKDWÕUODU                     (&ODVV  V\QFHFRUHG|QúPKDWÕUODU
Cardinality (lone, some, any, one, interval)       (EAttribute | EReference)
                                                   .Multiplicity.(LowerBound and UpperBound)
Group Cardinality (xor, or, mux, opt)              dHúLWOL2&/LIDGHOHULüretilir.
.DUúÕOÕNJHOHFHNDoÕNELUDQODPÕ\RNWXU           EClass.IsAbstract: EBoolean
 V\QFHFRUHG|QúPKDWÕUODU                       V\QFHFRUHG|QúPKDWÕUODU 
Singleton Concrete Clafers                         ECore Instances

    øNLGLOHDLWNDYUDPODUÕQHúOHúWLULOGL÷L7DEOR LQFHOHQGL÷LQGHED]ÕNDYUDPODUÕQGL÷H
ULQGH WDP NDUúÕOÕ÷ÕQÕQ ROPDGÕ÷Õ \D GD ELU DQODP LIDGH HWPHGL÷L J|UOPHNWHGLU H÷LN
\D]ÕOPÕúRODQODU '|QúPNXUDOODUÕEXJLELE|OJHOHUGH|QHUGL÷LPL]oHúLWOL\|QWHPOH
ULNXOODQPDNWDGÕU \HQL&ODIHUWUHWPH&ODIHUELUOHúWLUPH2&/NXUDOODUՁUHWPHJLEL 
Temel d|QúPNXUDOODUÕQÕQX\JXODQÕúÕ7DEORYH7DEORNDUúÕODúWÕUÕODUDNLQFHOHQH
ELOLU'|UGQFE|OPGHVXQXODQ|UQHNVHQDU\RGDEXWDEORGDNLG|QúPOHULQbüyük
ELU NÕVPÕ X\JXODQPÕúWÕU Örnek bir yetenek modeli, Tablo 1.a’da, otomatik olarak
DUDFÕQUHWWL÷LVWPRGHOLVH7DEOo 1E¶GHJ|VWHULOPLúWLUgWH\DQGDQ7DEOR1.c Clafer
\RUXPOD\ÕFÕVÕQDJ|QGHULOHQQotasyonu gösterirken Tablo 1.d ise bu gösterimden üreti-
len Alloy modelidir. &ODIHUYH(&RUHGLOOHULNDYUDPODUÕDUDVÕQGa WDPELUHúOHPHROPD
\ÕúÕED]ÕGXUXPODUGD GLOLROXúWXUDQ\DSÕODUÕQVÕUDODQÕúGHVHQOHULQH|]JRODUDNHúOHPH
DOJRULWPDODUÕ NXUJXODQPDVÕQD VHEHS ROPXúWXU '|QúPOHUGHNL JLGLú-JHOLúOHUGH (øQJ
roundtrip) ELOJLND\ÕSODUÕ\DúDQPDNWDiki LWHUDV\RQVRQUDVÕLON PRGHOHXODúÕODPDPDN
WDGÕU %X VHEHSOH EX LNL GLOLQ G|QúPOHULQH |]J olarak ELU GLO JHOLúWLULOPLúWLU
sync.ecore üstmodeli bu dilin soyXWV|]GL]LPLQLROXúWXUPDNWDGÕU Bu üstmodel, Xtext
DUDFÕ\DUGÕPÕ\OD(%1)JUDPHULQHG|QúWUOPúYH(FOLSVHX\XPOXPHWLQsel somut

6   Xtend Java dialect, http://www.eclipse.org/Xtend/




                                               7
V|]GL]LPL ROXúWXUXOPXúWXU ùHNLO ¶WH EDVLWOHúWLULOPLú sync.ecore üstmodeli gösteril-
mektedir. .LPL PRGHO HOHPDQODUÕ ecore.ecore ve clafer.ecore VWPRGHOOHULQGHQ oD÷
UÕOPDNWDGÕU




       ùHNLO. 3. %DVLWOHúWLULOPLú senkronizasyon ve izlenebilirlik üstmodeli (sync.ecore) 7


4      <|QWHPLQ.XOODQÕOGÕ÷ÕELU<D]ÕOÕPhUQ+DWWÕ0imarisi

*HOLúWLULOHQ\|QWHP%WQOHúLNøoHULN8\JXODPDODUÕQÕQ0RGHO*GPO*HOLúWLULOPH
si 8 (mdd4cca) isimli endüstriyel ar-ge projesinin tüm alana özgü görsel ve metinsel
GLOOHULQLQ JHOLúWLULOPHVLQGH NXOODQÕOPÕúWÕU Projede, eQGVWULGH ROGXNoD \D\JÕQ RODUDN
NXOODQÕODQ bir KurXPVDO øoHULN <|QHWLP SODWIRUPX olan Microsoft SharePoint Foun-
dation 9 (MSF) üzeriQGHELU%WQOHúLNøoHULN8\JXODPDVÕ 10 &&$ \DGDELU\D]ÕOÕP
UQKDWWÕROXúWXUDELOHFHN&&$úDEORQXJHOLúWLULOPHVLLoLQIDUNOÕEDNÕúDoÕODUÕLOHPR
GHOOHPHQLQ VD÷ODQDELOHFH÷L J|UVHO ELU DUDo VHWLQLQ KD]ÕUODQPDVÕ IDDOL\etleri yürütül-
PúWUAlana özgü kavraPODUYHDUDODUÕQGDNLLOLúNLOHULJ|UVHOYHPHWLQVHOPRGHOOHPH
DUDoODUÕQDPPNQROGX÷XQFD\DQVÕWPDN LoLQ|QFHDODQNDYUDPODUÕQDGDLUELUNDYUDP
V|]O÷ oDOÕúPDVÕ \DSÕOPÕú HQGVWUL\HO VHQDU\RODUGD VÕNOÕNOD NDUúÕODúÕODQ LKWL\DoODU
GH÷HUOHQGLULOPLú gerekli pD]DUDQDOL]LoDOÕúPDODUÕ\UWOPútür. SRQUDVÕQGDLVH Cla-
fer yetenek modelleri bu kavramlar üzerinden ROXúWXUXOPXútur. *HOLúWLULOHQ \HWHQHN
modeli, oHúLWOLörnek konfigürasyonlar HúOL÷LQGH&ODIHUDUDFÕQÕQVD÷ODGÕ÷Õ$OOR\GLOLQH
G|QúPile DQDOL]HGLOPLútir. Bu yetenek modellerinden|QHULOHQ\|QWHP\DUGÕPÕ\OD

7
   Tam sync.ecore üstmodeli: http://www.mdd4cca.com/metamodels/sync.ecore
8  Model-driven Development for Composite Content Applications: http://www.mdd4cca.com.
9
   Microsoft SharePoint Foundation: http://technet.microsoft.com/library/cc303422.aspx
10 Composite Content Applications: https://www.gartner.com/doc/1286414/




                                                8
SUREOHP X]D\ÕQÕ VÕQÕUODQGÕUDFDN oHúLWOL VWPRGHOOHU WUHWLOPLúWLU 3URMHQLQ JHOLúWLUPH
oHYULPOHULQGH VWPRGHOOHUGH \DSÕODQ GH÷LúLNOLNOHU RWRPDWLN RODUDN |QHULOHQ \|QWHP
\DUGÕPÕ\OD \HWHQHN PRGHOOHULQH \DQVÕWÕODELOPLúWLU gWH \DQGDQ IDUNOÕ DODQODUGDNL oH
úLWOL&&$|UQHNOHULQHDLWSURMHNRGODUÕLQFHOHQPLúYHEHOLUOHQHQPLPDUL]HULQGHben-
]HUOLNYHGH÷LúNHQOLNDQDOL]L\DSÕOPÕúWÕUYHGH÷LúNHQOLNOHUHDLWWPELOJL\LPRGHOOH\H
ELOHFHNELUo|]PX]D\ՁVWPRGHOLUHWLOPLúWLU. &ODIHUGLOL\DOÕQOÕ÷ÕVD\HVLQGHo|]P
X]D\Õ VR\XW V|]GL]LPLQLQ WDVDUÕPÕQGD GD NXOODQÕOPÕúWÕU Önerilen yöntem sayesinde
&ODIHUPRGHOOHULQGHQ(&RUHVWPRGHOLQHJHoLúRWRPDWLNRODUDNVD÷ODQPÕúWÕU %LOLQGL÷L
üzere pUREOHPX]D\ÕDODQX]PDQODUÕQD\DNÕQLNHQo|]PX]D\ÕLVHPLPDUL\H\|QHOLN
UHWLOHFHNELOHúHQOHU içermesi sebebiyle JHOLúWLULFLOHUHGDKD\DNÕQGÕU [3]øNLVWPRGHO
DUDVÕQGDNL VR\XWODPDERúOX÷XLVHSUREOHPX]D\ՁVWPRGHOLQGHQ o|]PX]D\Õ üstmo-
deline PRGHO G|QúP NXUDOODUÕ LOH RWRPDWLNOHúWLULOHUHN NDSDWÕOPÕúWÕU. d|]P X]D\Õ
modellerinden ise platforma ait oHúLWOL \D]ÕOÕP ELOHúHQOHUi otomatik üretilebilmektedir.

        Tablo 3. <D]ÕOÕPUQKDWWÕQÕQLoHULNEDNÕúDoÕVÕQDDLW\HWHQHNOHUi (mdd4cca.cfr) 11
a. Clafer Yetenek Modeli                             b. Clafer Konfigürasyon
abstract NamedElement                                EgeLibrary : ContentModel
    name: string                                         [name = "EGE_Kutuphanesi"]
                                                         [web = LibraryWebSite]
abstract ContentModel : NamedElement
    web -> Web +
    ownedEntityModel->EntityModel?                   LibraryWebSite : Web
                                                         [name = "Kutuphane_Web_Sitesi"]
abstract Web : NamedElement
                                                         TezKitapligi : List
    ownedList : List *
    ownedWeb : Web *                                         [Library][name="Tez_Kitapligi"]
                                                             [contentTypes
abstract List : NamedElement                                  = Dissertation, MasterThesis]
    contentTypes -> ContentType *
                                                         OgrenciListesi : List
    xor Type
        Library                                              [List][name="Ogrenci_Listesi"]
        List                                                 [contentTypes = Student]

abstract ContentType : NamedElement
                                                     Student : ContentType
    isAbstract : integer ?
    ownedField : Field *                                 [name = "Ogrenci"]
    lookupEntity -> Entity ?                             studentNo : Field
                                                             [Number][name = "Ogrenci_No"]
abstract Field: NamedElement
    xor Type
        Number                                       abstract Thesis: ContentType
        Boolean                                          [name = "Tez"]
        Text                                             thesisName: Field
        Reference
                                                             [Text][name = "Tez_Adi"]
             contentType -> ContentType
                                                         student: Field
abstract EntityModel : NamedElement                          [Reference][name = "Ogrenci"]
    database: string                                         [contentType = Student]
    entities: Entity *

abstract Entity: NamedElement                        MasterThesis: Thesis
    baseType -> Entity ?                             Dissertation: Thesis
    lookupContent -> ContentType *




11   Tam yetenek modeli: http://www.mdd4cca.com/features/mdd4cca.cfr




                                                 9
   øoHULNPRGHOOHPHGLOL6KDUH3RLQWSODWIRUPX]HULQGHNRúDFDNELUSURMHQLQLoHUL÷L
QLQ WDQÕPODQGÕ÷Õ PRGHOGLU BX GLOLQ &ODIHU WDEDQOÕ \HWHQHN PRGHOLQLQ (yer limitleri
sebebiyle) EDVLWOHúWLULOPLú ELU KDOL Tablo 3D¶GD VXQXOPXúWXU Bu model, EWQOHúLN
içerik X\JXODPDODUÕLoLQELUDODQPRGHOLVXQDUNHQEQ\HVLQGHDQDOL]DPDoOÕELU\DGD
ELUGHQ oRN DODQD X\JXQ NRQILJUDV\RQ LOH ELUOLNWH WDVDUODQPÕúWÕU Örnek bir konfigü-
rasyon Tablo 3E¶GHJ|VWHULOPLúWLU%XEDVLWOHúWLULOPLú|UQHNWH6KDUH3RLQWøoHULNPR
delleme ile EDM 12 IRUPDOL]PLQL EWQOHúWLUHQ ELU GLOH DLW \HWHQHNOHU J|VWHULOPLúWLU
$ODQ X]PDQÕQÕQ LoHULN PRGHOL EQ\HVLQGH ELU Web YDUOÕ÷Õ WDQÕPODPDVÕ ]RUXQOXGXU
Web LoHULVLQGH LVWHGL÷L NDGDU List YDUOÕ÷Õ HNOH\HELOLU +HU ELU OLVWH LoHULVLQGH LVWHGL÷L
kadar içerik türü (content type) WDQÕPOD\DELOPHNWHGLU




              ùHNLO. 4. Otomatik üretilen mdd4cca üstmodeli (mdd4cca.ecore) 13

    '|QúP L] ELOJLOHUL DUDo WDUDIÕQGDQ VHQNURQL]DV\RQ modelinde otomatik olarak
saklanmakta ve JHOLúWLULOHQ PHWLQVHO VRPXW V|]GL]LPL \DUGÕPÕ\OD G|QúP
NXUDOODUÕQGDGH÷LúNHQOLN uygulanabilmektedir. 2UWD\DoÕNDQ|UQHN PRGHOsync.ecore
üstmodeline uygundur. Araç, mdd4caa.cfr yetenek modelinden, ùekil 4’da yer
limitleri VHEHEL\OHEDVLWOHúWLULOPLúKDOL gösterilen mdd4cca.ecore üstPRGHOLQLUHWPLú
tir. Konfigürasyona dair Clafer’leri ise mdd4cca.ecore üstmodeline uygun örnek mo-
GHOOHURODUDNDOJÕODPÕúYHinstances.mdd4cca 14 GRV\DVÕLoHULVLQGH;0,VHULOHúWLUPLúWLU


5      øOJLOLdDOÕúPDODU

>@oDOÕúPDODUÕQGDClafer \DSÕODUÕ80/VÕQÕIGiyDJUDP\DSÕODUÕLOHNDUúÕODúWÕUÕOPÕúWÕU
Ancak belirtilen G|QúP NXUDOODUÕ sadece Clafer içerisinde alan modelleme ya da

12 Entity Data Model: http://msdn.microsoft.com/library/ee382825.aspx
13
   Tam mdd4cca üstmodeli: http://www.mdd4cca.com/metamodels/mdd4cca.ecore
14 Tam örnek modeller: http://www.mdd4cca.com/examples/instances.mdd4cca




                                               10
ELOHúHQPRGHOLWDQÕPODPD\HWHQH÷LQLQJ|VWHULOPHVLQH yöneliktir. 6XQGX÷XPX]\|QWH
PLQDPDFÕQDX\JXQRODUDN(MF uyumlu bütün bir süreç ve DUDoVXQPDPDNWDGÕUDö-
QúPNXUDOODUÕVDGHFHVWDWLN\DSÕVDOOÕ÷ÕNDSVDPDNWDGÕU$\UÕFDECore örnek modelle-
ri ve ileri yönlü bir d|QúPVRQUDVÕ(&RUHPRGHOLQGHROXúPDVÕJHUHNHQ 2&/NÕVÕWOD
UÕEXoDOÕúPDODUGDLQFHOHQPHPLúWLU. Clafer ile UML \DNODúÕPÕ NDUúÕODúWÕUGÕ÷ÕQGD Cla-
fer sözdiziminin 80/VÕQÕIGL\DJUDPGLOLQLQVR\XWV|]GL]LPLRODQ MOF üstmodelini
NDSVDGÕ÷ÕGúQOHELOLU ancak MOF üstmodeli daha önceki bölümde J|VWHULOGL÷LJLEL
\DSÕVDO PRGHOOHPH NRQXVXQGD GDKD fazla bilgi içermektedir. ECore üstmodelinin
02)¶XQ ELU JHUoHNOHúWLULPL ROGX÷XQX GúQUVHN EHOLUWWL÷LPL] VHEHSWHQ |WU bir
ECore modeOLQGHQ&ODIHUPRGHOLQHJHoLúWH ELOJLND\ÕSODUÕ \DúDQDFDNWÕU Bu DoÕGDQ da
bu oDOÕúPDODU bir çözüm önermemektedir.
    Clafer’i JHOLúWLUen Kanada, Waterloo Üniversitesi Generative Software Develop-
ment Lab, D\QÕ ]DPDQGD (&RUH VWPRGHOOHULQL &ODIHU¶H G|QúWUHQ ecore2clafer 15
LVPLQGH ELU DUDo VXQPDNWDGÕU $UDo WHUVL G|QúP GHVWHNOHPHPHNWHGLU dDOÕúPD
sadece ECore üstmodellerini Abstract Clafer \HWHQHNOHULQH G|QúWUHELOPHNWHGLU
'|QúPNXUDOODUÕNÕVÕWODUÕGHVWHNOHPHPHNWHGLU2\VD bir Clafer PRGHOLQGHWDQÕPOD
nabilen Group Cardinalities, Sub-Clafers, Set Partitions gibi dile özgü kavramlar
(&RUHGLOLQGHROPDGÕ÷ÕLoLQELUVWPRGHOGHDQFDN2&/NÕVÕWODUÕHúOL÷LQGHDQODPODQGÕ
UÕODELOLUOHU
    gQHUGL÷LPL]\|QWHPH amaç yönünden HQ\DNÕQ oDOÕúPD, D\QÕHNLELQ Clafer öneri-
OHULQGHQ |QFH JHOLúWLUGLNOHUL Ecore.fmp DUDFÕGÕU [12]. <DNODúÕP, ECore modellerini
\HWHQHN PRGHOOHULJLELHOHDOÕSG]HQOHPHYH|UQHNOHPHRODQD÷ÕVD÷ODPDNWDGÕU Ça-
OÕúPD HOHPDQ VD\ÕVÕ WHPHOOL \HWHQHN PRGHOOHPH øQJ ³Cardinality-based feature
modeling”) [11] \DNODúÕPÕQD uyumlu JHOLúWLULOHQaraca özel bir üstmodel önermekte-
dir. Clafer, bu dili NDSVDPDNODEHUDEHUGDKDDQODúÕOÕU|]YHWDP bir semantik kurmak-
WDGÕU>1,2]. Araç(&RUHPRGHOOHULQGHoHúLWOLannotation’lar kullanarak ECore üstmo-
delini JHQLúOHWPHVL\OHPRGHOHOHPDQODUÕQD\HWHQHNPRGHOLHOHPDQÕJLELGDYUDQPDNWD
GÕU Bu sebeple bu yöntem sadece araç ile uyumlu bir ECore üstmodelini yetenek
PRGHOOHULQH G|QúWUHELOLU Bu yöntem, senkronL]DV\RQ SUREOHPOHULQL o|]\RUPXú
gibi gözükse de iki dilin formalizmLQLYHDQODPÕQÕHúLWOHPHNWHGLUAraç modelleme ve
konfigürasyon içiQNÕVÕWODUÕGHVWHNOHPHPHNWHROXSELUo|]FLOHHQWHJUDV\RQX\RNWXU
    FeatureMapper [15@ DUDFÕ \D]ÕOÕP UQ KDWODUÕQGD \HWHQHN PRGHOOHUL LOH o|]P
X]D\ÕPRGHOOHULQLHúOHúWLUHUHNPRGHOJGPO\D]ÕOÕPPKHQGLVOL÷LVUHFLEQ\HVLQGH
\HWHQHN PRGHOOHULQLQNXOODQÕPÕQÕ KHGHIOH\HQELUoDOÕúPDGÕU<HWHQHN PRGHOOHULQGHNL
yetenekler LOHRQODUÕQ(&RUHPRGHOOHULQGHNLJHUoHNOHúWLULPOHULQHHúOHúWLUHELOPHNLoLQ
ELUVWPRGHO|QHUPHNWHGLU%XVWPRGHO\DUGÕPÕLOHELU\HWHQH÷LQVHoLOLSVHoLOPHme-
sine göre, HúOHúWLULOHQ o|]P X]D\Õ PRGHOLQGH HNVLOWPH \DSPDNWDGÕU Ecore.fmp ça-
OÕúPDVÕQGDNLJLELHOHPDQVD\ÕVÕWHPHOOL\HWHQHNPRGHOOHULQL destekleyen araca özel bir
VWPRGHO NXOODQPDNWDGÕU %X VHEHSOH Ecore.fmp LOH EHQ]HU ]D\ÕIOÕNODUÕ SD\ODúPDNWD
GÕU$\QÕ]DPDQGD|QHUGL÷LPL]\|QWHPSUREOHPX]D\Õ\DGDo|]PX]D\ÕQGDJHOLúWL
ULOHQ (0) WDEDQOÕ DODQD |]gü dillerin &ODIHU GLOLQH HúOHúWLUHUHN JHOLúWLULOPHVL (veya
WDPWHUVLQLQ VD÷ODQDELOPHVL\|QQGHQIDUNOÕOÕNJ|VWHUPHNWHGLU

15   Ecore to Clafer Translator: http://gsd.uwaterloo.ca/ecore2clafer




                                                 11
   [16@oDOÕúPDVÕQGDHPQL\HWNULWLNELUDYL\RQLN\D]ÕOÕPÕQGR÷DOGLOGH\D]ÕOPÕúJHUHN
VLQLPOHUL PDQWÕNVDO LIDGHOHUH oHYULOPLú SUREOHP DODQÕ $OOR\ GLOL LOH PRGHOOHQPLú
WXWDUVÕ]OÕNODUYHHNVLNOLNOHUEDNÕPÕQGDQDQDOL]HGLOPLúWLU6XQXODQ\|QWHPEQ\HVLQGH
NDUúÕODúÕODQ ]RUOX÷XQ $OOR\ GLOL LOH PRGHOOHPHGH KDUFDQDQ HIRU ROGX÷X EHOLUWLOPLúWLU
Bu bildiride önerilen yöntem, bu yolla analiz edilebilecek dillerin Alloy dili yerine
gereksinim PRGHOOHPH\HGDKD\DNÕQRODQ&ODIHULOH\DSÕOPDVÕQÕRODQDNOÕNÕOPDNWDGÕU


6        6RQXoYHøOHUL\H<|QHOLNdDOÕúPDODU

Bu bildiride, metinsel bir yetenek modelleme dili olan Clafer ile bir üstmodelleme dili
RODQ(&RUHDUDVÕQGDsenkronizasyon VD÷OD\DQELU\|QWHP|QHULOPLúWLU Yöntem yete-
nek modelleri ve NRQILJUDV\RQODUÕ ile üstmodel ve modelleri DUDVÕQGDLNL\|QOG|Q
úPü RWRPDWLN RODUDN JHUoHNOHúWLUHELOPHNWHGLU Bu iki gösterim sistemi DUDVÕQGDNL
G|QúPNXUDOODUÕQD|]JRODUDNJHOLúWLULOHQGLO\DUGÕPÕ\ODELU|QFHNLG|QúPNXUDO
ODUÕKDWÕUODQDELOPHNWHGLU%|\OHOLNOH&ODIHUYH(&RUHDUDVÕQGDNLDQODPVDOIDUNOÕOÕNWDQ
ötürü d|QúPOHUVRQXFXRUWD\DoÕNDQELOJLND\EÕ JLGHULOPLúWLU$\QÕ]DPDQGDG|Q
úP NXUDOODUÕQGDNLGH÷LúNHQOLND\QÕ PRGHO \DUGÕPÕ\OD yönetilebilmekte, JHOLúWLULFL\H
G|QúP NXUDOODUÕQGD seçim yapabilme RODQD÷Õ VD÷ODPDNWDGÕU *HOLúWLULOHQ DUDo VHWL,
endüstriyel senaryolarda uygulanmak üzere Eclipse eklentisi olarak GD÷ÕWÕOPDNWDGÕU 16.
   dDOÕúPDPDODUÕPÕ]&ODIHUGLOLQLQ'6/JHOLúWLULPLQGH|QHPOLLNLNDWNÕVÕQÕQGDDUDúWÕ
UÕOPDVÕQÕYHJHoHUOHPHVLQLsD÷ODPÕúWÕU%LULQFLNDWNÕ(&RUHLOHVWPRGHOOHPH\DSPDN
yerine ifade gücü yüksek ve basit Clafer dilini kullanarak bir DSL’in soyut sözdizi-
PLQLQ WDVDUODQPDVÕQÕQ PPNQ ROGX÷XQXQ J|VWHULOPHVLGLU <DSWÕ÷ÕPÕ] G|QúPOHU
Clafer’in ECore için yeni bir metinsel somut sözdizimi olarak kullanÕODbileFH÷LQLGH
J|VWHUPHNWHGLUøNLQFL|QHPOLNDWNÕLVH&ODIHUGLOLQLQ6$7YH&63o|]FOHUi enteg-
UDV\RQXVD\HVLQGHJHOLúWLULOHQbir DSL’i D\UÕFDELUo|]FLOHHúOHPHye gerek kalma-
dan GR÷UXODPDYHNRQWUROHWPHRODQD÷ÕVD÷OD\DELOPHVLQLQJ|VWHULOPHVLGLU
    gQHUGL÷LPL] \|QWHP &ODIHU \HWHQHN PRGHOlerinden gelen belli ELU WDNÕP NÕVÕWODUÕ
(&RUH 2&/ LIDGHOHULQH G|QúWUHELOPHNWHGLU %X G|QúP NXUDOODUÕQÕQ beklenen
G]H\GH ROPDPDVÕ &ODIHU NÕVÕW GLOLQLQ $OOR\ WDEDQOÕ ROPDVÕQGDQ |WUGU $OOR\ LOH
UML ve 2&/ DUDVÕQGDNL oLIW \|QO G|QúP probleminin [13,19] çözülmesi ve çö-
]PQHQGVWULOHúWLULOPHVLoDOÕúPDODUÕPÕ]GHYDPHWPHNWHGLU


7HúHNNU. %X  oDOÕúPD 7UNL\H %LOLPVHO YH 7HNQRORMLN $UDúWÕUPD .XUXPX
 7h%ø7$. 7HNQRORML YH <HQLOLN 'HVWHN 3URJUDPODUÕ %DúNDQOÕ÷Õ 7(<'(%  
Sanayi Ar-Ge Projeleri DestekOHPH 3URJUDPÕ¶QFD GHVWHNOHQHQ  QXPDUDOÕ
%WQOHúLN øoHULN 8\JXODPDODUÕQÕQ 0RGHO *GPO *HOLúWLULOPHVL SURMHVL
NDSVDPÕQGD\UWOPúWU




16   Araç Eclipse güncelleme sitesi: http://www.mdd4cca.com/updates/clafer2ecore




                                              12
7      Kaynakça
 1. %ąN . Czarnecki, K., :ąVRZVNL $: Feature and meta-models in Clafer: mixed,
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 2. %ąN .: Modeling and Analysis of Software Product Line Variability in Clafer. Diss.
    University of Waterloo (2013)
 3. Groher, I., Voelter, M.: Aspect-oriented model-driven software product line engineering.
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    International Software Product Line Conference (SPLC) pp. 70-79. IEEE (2011)
 5. Tekinerdogan, B.: First Turkish software product line engineering workshop summary.
    ACM SIGSOFT Software Engineering Notes 37, no. 6, pp. 30-34 (2012)
 6. Jackson, D.: Alloy: a lightweight object modelling notation. ACM Transactions on
    Software Engineering and Methodology (TOSEM) 11, no. 2, pp 256-290 (2002)
 7. Steinberg, D., Budinsky, F., Merks, E., & Paternostro, M.: EMF: eclipse modeling
    framework. Pearson Education (2008)
 8. Classen, A., Boucher, Q., Heymans, P.: A text-based approach to feature modelling:
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 9. Czarnecki, K., Grünbacher, P., Rabiser, R., Schmid, K., :ąVRZVNL$: Cool features and
    tough decisions: a comparison of variability modeling approaches. In: 6th International
    workshop on variability modeling of software-intensive systems. pp.173-182. ACM (2012)
10. Haugen, O., Moller-Pedersen, B., Oldevik, J., Olsen, G. K., Svendsen, A.: Adding
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    Product Line Conference, 2008, pp. 139-148. IEEE (2008)
11. Czarnecki, K., Helsen, S., Eisenecker, U.: Formalizing cardinality-based feature models
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12. Stephan, M., Antkiewicz, M.: Ecore.fmp: A tool for editing and instantiating class models
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13. Kuhlmann, M., Gogolla, M.: From UML and OCL to relational logic and back. In: Model
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14. Torlak, E., Jackson, D.: Kodkod: A relational model finder. In: Tools and Algorithms for
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15. Heidenreich, F., Kopcsek, J., Wende, C.: FeatureMapper: mapping features to models. In:
    30th international conference on Software engineering, pp. 943-944. ACM (2008)
16. Ata, B., 2÷X]W]Q, H., Yüceer, R. E.: Alloy Analyzer Kullanarak Emniyet Kritik
    $YL\RQLN <D]ÕOÕP *HUHNVLQLPOHULQLQ øQFHOHQPHVL. In:  8OXVDO <D]ÕOÕP 0KHQGLVOL÷L
    Sempozyumu, pp. 51-55, øVWDQEXO, Turkey (2009)
17. Jouault, F., Allilaire, F., Bézivin, J., Kurtev, I.: ATL: A model transformation tool. Science
    of Computer Programming, 72(1-2): pp. 31-39 (2008)
18. Gronback, R. C.: Eclipse modeling project: a domain-specific language (DSL) toolkit.
    Pearson Education (2009)
19. Anastasakis, K., Bordbar, B., Georg, G., & Ray, I.: UML2Alloy: A challenging model
    transformation. In: Model Driven Engineering Languages and Systems, pp. 436-450.
    Springer Berlin Heidelberg (2007)
20. Beuche, D.: Modeling and building software product lines with pure::variants. In: 16th
    International Software Product Line Conference-Volume 2, pp. 255-255. ACM (2012)
21. Krueger, C. W.: The biglever software gears unified software product line engineering
    framework. In: Software Product Line Conference (SPLC 12), pp. 353-353. IEEE (2008)




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